2 papers
cs.CV2025
Buffer replay enhances the robustness of multimodal learning under missing-modality
Hongye Zhu, Xuan Liu, Yanwen Ba +2
Missing modalities consistently lead to significant performance degradation in multimodal models. Existing approaches either synthesize missing modalities at high computational cos…
cs.MA2023
Cautiously-Optimistic Knowledge Sharing for Cooperative Multi-Agent Reinforcement Learning
Yanwen Ba, Xuan Liu, Xinning Chen +4
While decentralized training is attractive in multi-agent reinforcement learning (MARL) for its excellent scalability and robustness, its inherent coordination challenges in collab…